Effect of artificial intelligence-aided differentiation of adenomatous and non-adenomatous colorectal polyps at CT colonography on radiologists' therapy management.

Journal: European radiology
Published Date:

Abstract

OBJECTIVES: Adenomatous colorectal polyps require endoscopic resection, as opposed to non-adenomatous hyperplastic colorectal polyps. This study aims to evaluate the effect of artificial intelligence (AI)-assisted differentiation of adenomatous and non-adenomatous colorectal polyps at CT colonography on radiologists' therapy management.

Authors

  • Sergio Grosu
    Department of Radiology, University Hospital, LMU Munich, Munich, Germany.
  • Matthias P Fabritius
    Department of Radiology, University Hospital, LMU Munich, Marchioninistraße 15, 81377, Munich, Germany.
  • Michael Winkelmann
    Department of Radiology, University Hospital, LMU Munich, Munich, Germany.
  • Daniel Puhr-Westerheide
    Department of Radiology, LMU University Hospital, LMU Munich, Marchioninistraße 15, 81377, Munich, Germany.
  • Maria Ingenerf
    Department of Radiology, LMU University Hospital, LMU Munich, Marchioninistraße 15, 81377, Munich, Germany.
  • Stefan Maurus
    From the Department of Radiology (S.G., P.W., S.M., C.C.C., J.R., M.I., P.M.K.), Department of Medicine II (C.S.), and Department of Pathology (T.K.), University Hospital, LMU Munich, Marchioninistr 15, 81377 Munich, Germany; and Radiologie München, Munich, Germany (A.G.).
  • Anno Graser
    From the Department of Radiology (S.G., P.W., S.M., C.C.C., J.R., M.I., P.M.K.), Department of Medicine II (C.S.), and Department of Pathology (T.K.), University Hospital, LMU Munich, Marchioninistr 15, 81377 Munich, Germany; and Radiologie München, Munich, Germany (A.G.).
  • Christian Schulz
    From the Department of Radiology (S.G., P.W., S.M., C.C.C., J.R., M.I., P.M.K.), Department of Medicine II (C.S.), and Department of Pathology (T.K.), University Hospital, LMU Munich, Marchioninistr 15, 81377 Munich, Germany; and Radiologie München, Munich, Germany (A.G.).
  • Thomas Knösel
    From the Department of Radiology (S.G., P.W., S.M., C.C.C., J.R., M.I., P.M.K.), Department of Medicine II (C.S.), and Department of Pathology (T.K.), University Hospital, LMU Munich, Marchioninistr 15, 81377 Munich, Germany; and Radiologie München, Munich, Germany (A.G.).
  • Clemens C Cyran
    Department of Radiology, University Hospital, LMU Munich, Munich, Germany.
  • Jens Ricke
    Department of Radiology, University Hospital Munich, Germany. Electronic address: jens.ricke@med.uni-muenchen.de.
  • Philipp M Kazmierczak
    From the Department of Radiology (S.G., P.W., S.M., C.C.C., J.R., M.I., P.M.K.), Department of Medicine II (C.S.), and Department of Pathology (T.K.), University Hospital, LMU Munich, Marchioninistr 15, 81377 Munich, Germany; and Radiologie München, Munich, Germany (A.G.).
  • Michael Ingrisch
    Department of Radiology, Ludwig-Maximilians-University Munich, Munich, Germany.
  • Philipp Wesp
    From the Department of Radiology, University Hospital, LMU Munich.